手法を比較
選択した手法を並べて確認できます。異なる行はハイライト表示されます。
| 複数応答故障木解析× | 統計的信頼性解析× | |
|---|---|---|
| 分野≠ | 実験計画法 | 信頼性 |
| 系統≠ | Process / pipeline | Regression model |
| 提唱年≠ | 1961 (FTA); multi-response extensions developed from the 1980s onward | 1998 |
| 提唱者≠ | H. A. Watson (Bell Labs); extended by W. E. Vesely and others for multi-output contexts | William Meeker & Luis Escobar |
| 種類≠ | Deductive reliability and risk analysis | Parametric lifetime modeling |
| 原典≠ | Vesely, W. E., Goldberg, F. F., Roberts, N. H., & Haasl, D. F. (1981). Fault Tree Handbook. U.S. Nuclear Regulatory Commission, NUREG-0492. link ↗ | Meeker, W. Q., & Escobar, L. A. (1998). Statistical Methods for Reliability Data. Wiley. ISBN: 978-0-471-14328-4 |
| 別名 | MR-FTA, multi-output fault tree analysis, multi-criterion fault tree analysis, multi-response FTA | Life Data Analysis, Survival Analysis (Engineering), Time-to-Failure Analysis, Güvenilirlik Analizi |
| 関連≠ | 5 | 3 |
| 概要≠ | Multi-response fault tree analysis (MR-FTA) extends classical fault tree analysis to systems where multiple distinct top-level failure events or outcome metrics must be evaluated simultaneously. Rather than constructing a single tree for one top event, the analyst builds and quantifies parallel trees — one per response — then aggregates results to rank critical failure paths across all responses at once, enabling holistic system risk prioritization. | Statistical reliability analysis models the time-to-failure of components, systems, or products using parametric lifetime distributions fitted to observed or censored failure data. Formalized comprehensively by William Q. Meeker and Luis A. Escobar in their 1998 Wiley monograph, the framework integrates maximum likelihood estimation, censoring mechanisms, and distributional diagnostics to produce probability-of-failure curves, hazard rates, and quantile estimates that support design, warranty, and maintenance decisions. |
| ScholarGateデータセット ↗ |
|
|